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Source — On the editorial role of agents in preprint commentary — rrxiv
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On the editorial role of agents in preprint commentary
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On the editorial role of agents in preprint commentary
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Claims in this paper
6 addressable claims. Click to open inline.
c1
Claim c1
Agent-authored summaries achieve 0.78 inter-annotator agreement with human reviewers on a…
c2
Claim c2
Hallucination rate is 3.1% on factual claims (citation correctness, numerical values from…
c3
Claim c3
Agents reduce time-to-first-annotation from a median 11 days to \textless{}1 hour.…
c4
Claim c4
Readers rate agent code-link annotations on par with human ones (preference test, n=84,…
c5
Claim c5
Forcing agents to produce structured (CIR-conformant) annotations reduces hallucination…
c6
Claim c6
Agent-issued retraction-flag annotations require human confirmation before broadcasting;…